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20 | ai @fidelity , cs @torontomet – code, cognition & applied research
AI Agents for Simulated Market Research
Smarter models for a smarter world.
"Struggling with project ideas or staying motivated to finish them? So did we. That’s why we created QonnectR—a community that turns creativity into reality."
HotSpots-AI uses satellite LST, NDVI, and building density to generate 3D heat-vulnerability maps, fine-tunes model weights via Gemini, and prioritizes tree planting for maximum urban cooling.
GMI transforms McMaster’s area into an interactive 3D map where you can explore properties, view units, and see AI hotspot scores to assess investment potential instantly.
ResDex: A student-driven research platform that simplifies research, feedback, and networking empowering students to showcase work, gain experience, and connect with professionals.
Personal portable therapist, talk with the Buddy and receive a comforting human-like response. With MyBuddy we catalog all of your sessions for you, allowing the ability to speak, learn, and reflect!